Now piloting with mid-market manufacturers

The AI coworker
for thefactory floor.

Crewmindlabs turns SOPs, machine data, work orders and tribal knowledge into a live plant graph — then puts an assistant on every workstation for training, planning, troubleshooting and reporting. Real-time analytics, no rip-and-replace.

−38%
Mean time to repair
4.2×
Faster operator onboarding
100%
On-prem deployable
Plant 04 · Line B — Live
CNC-04
Press-12
Robot-A2
Welder-7
Temp · 84°C
Vibration
Torque
M. Rivera
S. Okafor
WO-2041
WO-2052
SOP-117
SOP-093
Anomaly detected
CNC-04 spindle temp rising 12% over baseline.
Linked SOP-093 · 2 prior incidentsAsk Crewmindlabs
Machine
Operator
Work order
Sensor
SOP

Plugs into the systems your plant already runs on

SAP S/4HANAIgnition SCADARockwell FactoryTalkSiemens MindSphereWonderwareMaintainXTulipMicrosoft Dynamics 365Oracle JDEAVEVA PISAP S/4HANAIgnition SCADARockwell FactoryTalkSiemens MindSphereWonderwareMaintainXTulipMicrosoft Dynamics 365Oracle JDEAVEVA PI

What Crewmindlabs does on the floor

One assistant. Every shift, every line.

Built for the realities of plant operations — noisy data, legacy systems, regulated processes, and people who can't stop the line to read a wiki.

01 · Training

Onboard operators in days, not weeks.

Crewmindlabs ingests your SOPs, machine manuals and tribal knowledge and turns them into hands-on, machine-specific coaching at every workstation.

  • Personalized learning paths per role
  • In-context guidance on live machines
  • Competency tracking and sign-off
02 · Job planning

Plans that reflect what's actually on the floor.

Crewmindlabs reads your ERP and MES, checks tool and material availability, and proposes job sequences that minimize changeovers and idle time.

  • Realistic sequencing across lines
  • Constraint-aware changeover plans
  • What-if scenarios in seconds
03 · Troubleshooting

Diagnose faults with the plant's full memory.

When a machine throws an alarm, Crewmindlabs links the live signal to prior incidents, the right SOP, and the operator with the relevant skillset.

  • Root-cause hypotheses with evidence
  • Step-by-step recovery guidance
  • Escalation when it matters
04 · Reporting

End-of-shift reports write themselves.

Shift summaries, downtime breakdowns, quality logs and compliance paperwork — assembled from your systems and reviewed in one click.

  • Auto-drafted shift handovers
  • Audit-ready compliance trail
  • Push to your existing EHS/QMS

Real-time analytics

Ask the plant a question.
Get an answer that moves.

Crewmindlabs sits on top of your MES, SCADA and ERP and speaks plain English. Supervisors get the "why" behind the dashboard, in seconds, without writing a single query.

AskWhy is Line B running 8% under target since 14:00?
AskCompare scrap rate this week vs. last week, broken down by shift.
AskWhich 3 machines are most likely to fail in the next 72 hours?
Plant 04 · OEE (live) Streaming
87.2%
▲ 4.1 pts vs. last shift
94%
Avail.
92%
Perf.
99%
Qual.
Crewmindlabs brief · auto-generated 12:42

Performance gain is concentrated on Press-12 after the die-cooling fix at 09:18. Recommend rolling the same setpoint to Press-09 — projected +2.6 pts plant-wide.

Built to integrate, not replace

Lives inside your stack.

Crewmindlabs ships with read/write connectors across every layer of the plant — from the PLC to the P&L. Deploy on-prem, in your cloud, or air-gapped.

Enterprise
SAP S/4HANAOracle JDEMicrosoft DynamicsNetSuite+ custom connector
MES / MOM
TulipPlexiBase-tAVEVA MES+ custom connector
SCADA / Historian
IgnitionFactoryTalkWonderwareAVEVA PI+ custom connector
Maintenance & Quality
MaintainXFiixETQ RelianceMasterControl+ custom connector
Edge & PLC
Siemens S7Rockwell ControlLogixMitsubishiOPC UA+ custom connector

Who we are

Decades on the line.
Now wired into AI.

We're a small, focused team of plant managers, controls engineers and ML researchers. We've run lines, fought downtime, and shipped models — and we're combining all of it to make industrial operations safer, smarter and more efficient.

HQ
Pittsburgh, PA
Team
11 people
Backed by
Operators & founders
Hiring
Forward-deployed engineers
"It's the first tool a new hire actually wants to open. We took two weeks off our onboarding for stamping operators."
Plant Director, Tier-1 automotive supplier
"Crewmindlabs doesn't just surface the alarm — it tells me what changed, who fixed it last time, and which SOP to follow."
Maintenance Lead, food & beverage plant
"We didn't have to rip out a single system. It pulled from PI, our ERP, and the binders on the wall."
VP Operations, contract manufacturer

30-day pilot · single line · fixed scope

Put an AI coworker on your floor
before next quarter.

We deploy Crewmindlabs on one line, integrate with your stack, and prove the impact in 30 days. No long contracts, no platform migration.

Or email hello@forge.industrial